网站首页  软件下载  游戏下载  翻译软件  电子书下载  电影下载  电视剧下载  教程攻略

请输入您要查询的图书:

 

书名 柔性作业车间调度问题及其智能优化算法(英文版)/智能科学技术著作丛书
分类 经济金融-经济-工业经济
作者 Li Junqing//Duan Peiyong//Pan Quanke//Liu Chuang//Zhang Yingyu等
出版社 科学出版社
下载
简介
目录
Preface
Chapter 1 A hybrid tabu search algorithm for FJSP
1.1 Introduction
1.2 Problem description and formulation
1.3 Related algorithm and theory
1.3.1 Tabu search algorithm
1.3.2 Critical path theory
1.4 The hybrid algorithm framework
1.4.1 Coding
1.4.2 Initialization of solutions
1.4.3 Public critical blocks
1.4.4 Neighborhood for machine assignment component
1.4.5 Neighborhood for operation scheduling component
1.4.6 The hybrid algorithm framework
1.5 Experimental results
1.5.1 Experimental setup
1.5.2 Test instances of the Kacem instances
1.5.3 Test instances of the BRdata
1.6 Conclusion
References
Chapter 2 A hybrid tabu search for multi-objective FJSP
2.1 Introduction
2.2 Problem formulation
2.3 Framework of the hybrid algorithm
2.4 Assignment algorithm: tabu search algorithm
2.4.1 Tabu search algorithm
2.4.2 Encoding
2.4.3 Parameter settings
2.4.4 Local search
2.5 Scheduling algorithm: variable neighborhood search
2.5.1 Left-shift based decoding
2.5.2 Public critical block
2.5.3 Variable neighborhood search
2.6 Experimental results
2.6.1 Results of Kacem instances
2.6.2 Results of BRdata
2.7 Conclusion
References
Chapter 3 A hybrid VNS algorithm for multi-objective FJSP
3.1 Introduction
3.2 Problem formulation
3.3 Framework of the hybrid algorithm
3.4 Machine assignment algorithm: the genetic algorithm
3.4.1 Genetic algorithm
3.4.2 Encoding
3.4.3 Initialization of machine assignment component
3.4.4 Crossover operation
3.4.5 Mutation operation
3.5 Operation sequencing algorithm: variable neighborhood search algorithm
3.5.1 Initialization of the operation sequencing component
3.5.2 Public critical block theory
3.5.3 Effective neighborhood structure
3.6 Experimental results
3.6.1 Setting parameters
3.6.2 Results of the Kacem instances
3.7 Conclusion
References
Chapter 4 Pareto-based ABC for multi-objective FJSP
4.1 Introduction
4.2 Problem formulation
4.3 Artificial bee colony algorithm
4.3.1 The basic concept of ABC algorithm
4.3.2 Initialization of the parameters
4.3.3 Initialization of the population
4.3.4 Local search operator
4.3.5 Global search operator
4.3.6 Random search operator
4.4 The hybrid algorithm P-DABC
4.4.1 Food source representation
4.4.2 Local search approaches
4.4.3 Employed bee phase
4.4.4 Crossover operator
4.4.5 Onlooker bee phase
4.4.6 Scout bee phase
4.4.7 Multi-objective optimizer
4.5 Experimental results
4.5.1 Setting parameters
4.5.2 Results comparisons
4.6 Conclusion
References
Chapter 5 An effective shuffled frog-leaping algorithm for multi-objective FJSP
5.1 Introduction
5.2 Literature review
5.3 Problem formulation
5.4 Shuffled flog-leaping algorithm
5.5 The hybrid algorithm HSFLA
5.5.1 Solution representation
5.5.2 Population initialization
5.5.3 Multi-objective SFLA
5.5.4 The framework of HSFLA
5.6 Experimental results
5.6.1 Setting parameters
5.6.2 Results comparisons
5.6.3 The three Kacem instances
5.6.4 The three Kacem instances with release dates
5.6.5 The BRdata instances
5.7 Conclusion
References
Chapter 6 A hybrid Pareto-based local search algorithm for multi-objective FJSP
6.1 Introduction
6.2 Problem description
6.3 Related theory
6.3.1 Variable neighbourhood search
6.3.2 Critical path theory
6.4 The hybrid algorithm
6.4.1 Coding
6.4.2 Population initialization
6.4.3 Neighboring approaches
6.4.4 VNS based self-adaptive strategy
6.4.5 Pareto archive set
6.4.6 The framework of PLS
6.5 Experimental results
6.5.1 Setting parameters
内容推荐
《中国制造2025》把绿色智能制造作为重点实施的五大工程之一。柔性作业车间调度问题广泛存在于工业生产中,属于智能制造领域的一类典型调度问题。Li Junqing、Duan Peiyong、Pan Quanke、Liu Chuang、Zhang Yingyu等著的《柔性作业车间调度问题及其智能优化算法(英文版)》针对单目标、多目标柔性作业车间调度问题,分别建立了混合整数规划模型,研究了问题的先验知识和结构特性,探索禁忌搜索、变邻域搜索、多目标人工蜂群、多目标蛙跳算法、多目标局部搜索等算法求解该类问题的关键理论与技术,提出了一系列具有创新性的优化调度理论,并设计了多种高效的调度方法。本书是作者近年来在多项国家和省部级科研项目资助下取得的一系列研究成果的总结。
本书可供理工科大学自动化、计算机等相关专业的教师及研究生、自然科学和工程技术领域的研究人员学习参考。
随便看

 

霍普软件下载网电子书栏目提供海量电子书在线免费阅读及下载。

 

Copyright © 2002-2024 101bt.net All Rights Reserved
更新时间:2025/3/14 8:53:11